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Updated: Jun 17, 2025

Multimedia Battery for Assessment of Cognitive and Basic Skills in Mathematics BM-PROMA
Published on: August 28, 2021
Predicting individual differences in preschoolers' numeracy and geometry knowledge: The role of understanding
Melissa Libertus1, Portia Miller2, Erica L Zippert2
1Learning Research and Development Center, University of Pittsburgh, Pittsburgh, PA 15260, USA; Department of Psychology, University of Pittsburgh, Pittsburgh, PA 15260, USA.
Early math skills in preschoolers are linked to later success. Patterning skills and the approximate number system (ANS) at age 4 uniquely predict geometry knowledge at age 5, while patterning also predicts numeracy.
Area of Science:
- Cognitive Development
- Early Childhood Education
- Mathematics Education
Background:
- Preschoolers' mathematics knowledge varies significantly.
- Early cognitive skills like patterning and the approximate number system (ANS) may predict later math abilities.
- Understanding these early predictors is crucial for developing effective math interventions.
Purpose of the Study:
- To investigate the predictive power of patterning skills and the ANS on later geometry and numeracy knowledge in preschoolers.
- To determine if these early cognitive skills uniquely predict math outcomes beyond general intelligence and executive functions.
- To explore the differential contributions of patterning and ANS to geometry versus numeracy development.
Main Methods:
- Longitudinal study with 113 children assessed at ages 4 and 5.
- Assessed patterning skills, ANS, numeracy, geometry, nonverbal intelligence (IQ), and executive functioning (EF) at age 4.
- Re-assessed numeracy and geometry knowledge at age 5.
Main Results:
- Patterning skills and ANS at age 4 uniquely predicted geometry knowledge at age 5, controlling for initial math skills, IQ, and EF.
- Patterning skills at age 4 uniquely predicted numeracy knowledge at age 5, controlling for other factors.
- The ANS did not uniquely predict numeracy at age 5, suggesting differential predictive pathways.
Conclusions:
- Patterning and ANS play distinct roles in the development of early mathematics skills.
- Patterning appears particularly important for both geometry and numeracy, while ANS is more specific to geometry.
- Findings have implications for early math education, highlighting the importance of targeting patterning and number sense development.
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